QFinch research

Report known scanner limitations instead of hiding them

A report can contain valid findings while an engine, build or crawl stage remains incomplete. Presenting that result as either a total failure or a clean pass destroys useful information.

A report can contain valid findings while an engine, build or crawl stage remains incomplete. Presenting that result as either a total failure or a clean pass destroys useful information.

QFinch separates terminal status, stage status, coverage and findings. A warning tells the reviewer which planned work did not complete. Benchmark summaries preserve misses, false-positive candidates and unapproved truth mappings. Release decisions should require the relevant stages and evidence for that policy, rather than interpreting absence as proof.

This approach does not make a scanner accurate by declaration. It makes quality gaps visible enough to measure and improve.

Next step: Require coverage evidence beside zero-finding results in your release review.

Put evidence into your security workflow.

Start with an authorised asset and an approved policy.

Start a website scan